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[FreeCourseLab com] Udemy - Python for Data Science and Machine Learning Bootcamp

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
D19FEE54982677763D232911B3655792B6DA6E2D
Source
Unverified
Total Size
3.68 GB
Total Files
100
Seeders
0
Leechers
1
Health
Score
1
Type
Bookware

File List

FileSize
1. Course Introduction/1. Introduction to the Course.mp429.04 MB
1. Course Introduction/1. Introduction to the Course.vtt5.35 KB
1. Course Introduction/2. Course Help and Welcome.mp48.25 MB
1. Course Introduction/2. Course Help and Welcome.vtt1.05 KB
1. Course Introduction/3. Course FAQs.html5.34 KB
1. Course Introduction/3.1 Py_DS_ML_Bootcamp-master.zip.zip52.5 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.mp431.35 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.vtt18.59 KB
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.mp45.16 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.vtt2.04 KB
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.mp428.6 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.vtt11.91 KB
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.mp412.51 MB
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.vtt4.93 KB
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.mp451.15 MB
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.vtt24.69 KB
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.mp41.94 MB
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.vtt1.25 KB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.mp446.15 MB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.vtt23.47 KB
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.mp419.19 MB
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.vtt7.98 KB
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.mp411.15 MB
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.vtt5.17 KB
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.mp427.63 MB
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.vtt12.38 KB
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.mp43.98 MB
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.vtt562 B
13. Data Capstone Project/2. 911 Calls Project Overview.mp48.57 MB
13. Data Capstone Project/2. 911 Calls Project Overview.vtt3.3 KB
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.mp439.79 MB
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.vtt18.58 KB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp449.79 MB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.vtt23.64 KB
13. Data Capstone Project/5. Bank Data.html363 B
13. Data Capstone Project/5.1 Download all_banks pickle file from this link.html117 B
13. Data Capstone Project/6. Finance Data Project Overview.mp412.22 MB
13. Data Capstone Project/6. Finance Data Project Overview.vtt4.88 KB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp447.27 MB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.vtt21.74 KB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.mp445.72 MB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.vtt22.66 KB
13. Data Capstone Project/9. Finance Project - Solutions Part 3.mp416.56 MB
13. Data Capstone Project/9. Finance Project - Solutions Part 3.vtt7.96 KB
14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.mp47.2 MB
14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.vtt909 B
14. Introduction to Machine Learning/2. Link for ISLR.html406 B
14. Introduction to Machine Learning/2.1 ISLR 6th Edition PDF (Machine Learning Textbook).html123 B
14. Introduction to Machine Learning/2.2 Python DS Presentations.zip.zip2.79 MB
14. Introduction to Machine Learning/3. Introduction to Machine Learning.mp428.93 MB
14. Introduction to Machine Learning/3. Introduction to Machine Learning.vtt15.42 KB
14. Introduction to Machine Learning/3.1 Link for ISLR.html123 B
14. Introduction to Machine Learning/4. Machine Learning with Python.mp416.79 MB
14. Introduction to Machine Learning/4. Machine Learning with Python.vtt12.74 KB
15. Linear Regression/1. Linear Regression Theory.mp48.56 MB
15. Linear Regression/1. Linear Regression Theory.vtt5.99 KB
15. Linear Regression/2. model_selection Updates for SciKit Learn 0.18.html845 B
15. Linear Regression/3. Linear Regression with Python - Part 1.mp443.31 MB
15. Linear Regression/3. Linear Regression with Python - Part 1.vtt23.32 KB
15. Linear Regression/4. Linear Regression with Python - Part 2.mp416.05 MB
15. Linear Regression/4. Linear Regression with Python - Part 2.vtt9.09 KB
15. Linear Regression/5. Linear Regression Project Overview.mp410.79 MB
15. Linear Regression/5. Linear Regression Project Overview.vtt3.6 KB
15. Linear Regression/6. Linear Regression Project Solution.mp445.39 MB
15. Linear Regression/6. Linear Regression Project Solution.vtt23.38 KB
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.mp411.6 MB
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.vtt8.76 KB
17. Logistic Regression/1. Logistic Regression Theory.mp421.02 MB
17. Logistic Regression/1. Logistic Regression Theory.vtt15.45 KB
17. Logistic Regression/2. Logistic Regression with Python - Part 1.mp441.41 MB
17. Logistic Regression/2. Logistic Regression with Python - Part 1.vtt23.42 KB
17. Logistic Regression/3. Logistic Regression with Python - Part 2.mp434.21 MB
17. Logistic Regression/3. Logistic Regression with Python - Part 2.vtt21.32 KB
17. Logistic Regression/4. Logistic Regression with Python - Part 3.mp416.95 MB
17. Logistic Regression/4. Logistic Regression with Python - Part 3.vtt10.54 KB
17. Logistic Regression/5. Logistic Regression Project Overview.mp45.32 MB
17. Logistic Regression/5. Logistic Regression Project Overview.vtt2.35 KB
17. Logistic Regression/6. Logistic Regression Project Solutions.mp430.2 MB
17. Logistic Regression/6. Logistic Regression Project Solutions.vtt13.18 KB
18. K Nearest Neighbors/1. KNN Theory.mp49.91 MB
18. K Nearest Neighbors/1. KNN Theory.vtt7.23 KB
18. K Nearest Neighbors/2. KNN with Python.mp445.96 MB
18. K Nearest Neighbors/2. KNN with Python.vtt23.85 KB
18. K Nearest Neighbors/3. KNN Project Overview.mp44.98 MB
18. K Nearest Neighbors/3. KNN Project Overview.vtt1.97 KB
18. K Nearest Neighbors/4. KNN Project Solutions.mp452.66 MB
18. K Nearest Neighbors/4. KNN Project Solutions.vtt17.23 KB
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.mp412.06 MB
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.vtt8.92 KB
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.mp440.1 MB
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.vtt18.04 KB
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.mp411.96 MB
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.vtt4.5 KB
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.mp430.86 MB
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.vtt15.26 KB
19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.mp426.57 MB
19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.vtt10.88 KB
2. Environment Set-Up/1. Environment Set-up and Installation.mp422.3 MB
2. Environment Set-Up/1. Environment Set-up and Installation.vtt13.25 KB
20. Support Vector Machines/1. SVM Theory.mp48.73 MB

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